Research on the effect of multiple pregnancies on cancer risk is ongoing. Some studies suggest that multiple pregnancies may influence the risk of certain cancers due to hormonal changes and alterations in the immune system. For example, the increased levels of estrogen and progesterone during pregnancy could impact the risk of cancers such as breast and ovarian cancer.